You can find all related materials, links and references there.
December 16, 2019
You can find all related materials, links and references there.
simulation <- function() {
mvtnorm(X,Z1,Z2) %>%
mutate(Y~X+Z1+Z2) %>%
for (max_iterations in 1:100) {
ampute() %>%
impute() %T%
convergence_diagnostics %>%
lm(Y~X+Z1+Z2) %>%
pool %>%
simulation_diagnostics %>%
c(., convergence_diagnostics)
}
}
replicate(simulation, n = 1000)
[]
Allison, Paul D. 2001. Missing Data. Sage publications.
Rubin, Donald B. 1987. Multiple Imputation for Nonresponse in Surveys. Wiley Series in Probability and Mathematical Statistics Applied Probability and Statistics. New York, NY: Wiley.
Van Buuren, Stef. 2018. Flexible Imputation of Missing Data. Chapman; Hall/CRC.